🔍 Introducing UniRef++: Advanced Object Segmentation in Spatial and Temporal Domains
🚀 Key Features:

Unified Model: UniRef++ seamlessly handles segmentation tasks:
✅Referring Image Segmentation (RIS)
✅Few-Shot Segmentation (FSS)
✅Referring Video Object Segmentation (RVOS)
✅Video Object Segmentation (VOS)

Core Component: UniFusion module
✅Integrates reference information efficiently
✅Utilizes flash attention for high efficiency

Compatibility: Acts as a plug-in for foundational models like SAM

🌐 UniRef++ is the official extended implementation from ICCV 2023's UniRef.

Stay tuned for more updates!

👉 Code: https://github.com/FoundationVision/UniRef
🤨 Paper: [Paper link]

✅ https://t.iss.one/deeplearning_ai

India's Largest Free Webinar on LLMs especially focused on the recently released LLAMA-3 by Meta.

How do you use these models?
How can you create apps with them?

Join our free workshop on to learn how to use Llama 3 and create apps with it.

Register here: https://www.buildfastwithai.com/events/llama-3-deep-dive

You can connect with Founder;
https://www.linkedin.com/in/satvik-paramkusham/

This Event is especially designed for people interested in the field of AI, ML, GenAI & LLMs.

Learn to deploy Gen Ai Models to production 👇

MLOps Masterclass

Productionizing Generative AI models, Navigating the Landscape of MLOps & LLMOps - Understanding the Synergy

Schedule:
May 25th (Sat) & 26th (Sun), 10AM to 3:30 PM

Register Now👇
https://bit.ly/mlops-masterclass

🔥 Limited Seats Available!

☎️ Contact:
Sarath Kumar
+918940876397 / +918778033930

🚀 Explore SCRFD: High-Efficiency, High-Accuracy Face Detection 🚀


Unlock next-level face detection capabilities with SCRFD – efficiency and accuracy in one solution!


📈 Performance at a Glance:

✅Model range: SCRFD_500M to SCRFD_34G
✅Accuracy up to 96.06%
✅Inference as fast as 3.6 ms

🔍 Explore more and consider starring our repo for updates:
--- GitHub Repository.
--- Paper



#AI #MachineLearning #FaceDetection #TechInnovation #DeepLearning

✅ https://t.iss.one/deeplearning_ai

🔍 Discover the Power of Fine-Grained Gaze Estimation with L2CS-Net! 🌟

🚀 Key Features:
✅Advanced Architecture: Built using state-of-the-art neural network structures.
✅Versatile Utilities: Packed with utility functions and classes for seamless integration.
✅Robust Data Handling: Efficient data loading, preprocessing, and augmentation.
✅Comprehensive Training & Testing: Easy-to-follow scripts for training and testing your models.

👀 Live Demo:
Visualize the power of L2CS-Net with your own video:


🌟 Join Us:
Star our repo on GitHub and be part of the innovative community pushing the boundaries of gaze estimation. Your support drives us forward!

🔗 GitHub Repository

Let's advance gaze estimation together! 🚀🌐 #GazeEstimation #DeepLearning #AI #MachineLearning #ComputerVision

FREE Machine Learning & Artificial Intelligence Certified Courses
👇👇
https://t.iss.one/machinelearning_deeplearning

Amazing premium resources only for my subscribers

🎁 Free Data Science Books
🎁 Machine Learning Handwritten Notes
🎁 Python Free Learning Resources
🎁 Learn AI with ChatGPT
🎁 Build Chatbots using LLM
🎁 Learn Generative AI
🎁 Free Coding Certified Courses

Free Access to our paid data science community today:
👇👇
https://t.iss.one/+rpxYNC0LbFc0YWEx

Hope you like it 😀

🚀 Introducing Emotion Recognition with ONNX Runtime!

Transform your projects with real-time face detection and emotion recognition. Dive into our latest repo and see the magic unfold!

🌟 Key Features:

* Real-time face detection with ONNX models.
* Accurate emotion recognition from detected faces.
* Live visualization of emotion scores.

⭐️ Star our repo and elevate your AI projects: Emotion Recognition on GitHub


Join us on this exciting journey and let’s push the boundaries of AI together! 🚀👩‍💻👨‍💻

✅ https://github.com/Shohruh72

✅ https://t.iss.one/deeplearning_ai

🌟 Join Our Team as a Senior Data Researcher at Wunder Fund! 🌟

🚀 Location: Remote/Relocation to various countries
💸 Salary: $5k-$7k+ per month (USD or Crypto)

At wunderfund.io we've been in the HFT trading game since 2014 and our daily trading volume is around $8B. We're looking for a Senior Data Researcher to lead our neural networks direction.

👾What You’ll Do:

- Train models, test hypotheses, and achieve maximum model accuracy
- Work with top-tier programmers, mathematicians, and physicists

🤓What You Will Need:

- Proficiency in Python and Mathematics
- Experience with Kaggle (Master/Grandmaster)
- Success in training transformers and LSTM

🌐 Learn More & Apply

Are you struggling with invoking functions, passing arguments, or handling return values in Large Language Models (LLMs)?

Whether you’re a seasoned developer or just starting your journey in Gen AI.

In this session, we’ll explore the fascinating world of invoking functions using LLMs.

1. Introduction to LLMs.
2. Function Calls: Basics and Syntax.
3. Live Coding Examples.
4. Q&A Session.

Register For Free:
🗓 Date: 14th June, Friday
⏰ Time: 9 PM, IST
🔗 Link : https://www.buildfastwithai.com/events/function-calling-with-llms

Depth Anything2: Unleashing the Power of Large-Scale Unlabeled Data

This work presents Depth Anything, a highly practical solution for robust monocular depth estimation by training on a combination of 1.5M labeled images and 62M+ unlabeled images.

Explore More:
💻Source Code: Explore on GitHub
💻Project Details: Discover More
📖Read the Paper: Access Here


✅ https://t.iss.one/deeplearning_ai

🚀 MLOps Market to reach US$4 Billion in 2025

Unleash MLOps Mastery - FREE Training on AWS, Azure, GCP & Open-source!

Navigating the Landscape of MLOps & LLMOps

🌟 Unlock ML deployment secrets on top clouds & open source.
💡 Dive into data management insights.
🛠️ Harness the latest MLOps tools.
👥 Real-time expert interaction.

🔥 Limited spots! Enroll now:
https://bit.ly/mlops-free-class

🚀 Share with ML enthusiasts! #MLOps #AI #TechTraining

❇️ IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination.


https://github.com/zju3dv/IntrinsicAnything


✅ https://t.iss.one/deeplearning_ai

1️⃣ Basics of Data Science

🏷 Statistics and Probability
◾️ Statistics & Probability
🏷 Linear Algebra
◽️ Essence of Linear Algebra

2️⃣ Programming Language\
🏷 Python
◾️ Learn Python 3

3️⃣ Data Analysis and Manipulation
🏷 Pandas Library
◾️ Pandas Documentation
🏷 Data Preparation with Pandas
◾️ Data Wrangling with Pandas
🏷 NumPy Library
◾️ NumPy Documentation

4️⃣ Data Visualization
🏷 Matplotlib and Seaborn Library
◾️ Matplotlib / Seaborn
🏷Tableau Public Platform
◾️ Tableau Public

5️⃣ Principles of Machine Learning
🏷 scikit-learn Library
◾️ scikit-learn

6️⃣ Learning Algorithms
🏷 Hands-On Machine Learning Book
◾️ Hands-On ML

7️⃣ Deep Learning
🏷 TensorFlow Library
◾️ TensorFlow Tutorial

🏷 PyTorch Library
◾️ PyTorch Documentation

8️⃣ Big Data Technologies
🏷 Spark Framework Course
◾️ Spark Course

9️⃣ Advanced Topics
🏷 Natural Language Processing Course in Python
◾️ NLP in Python

1️⃣ Share Your Projects on Kaggle and GitHub
🏷 Kaggle Platform
◾️ Kaggle
🏷 GitHub Platform
◾️ GitHub

Happy Learning! 🌟

🌟FACE ID: Face Identification 🌟


Hello tech enthusiasts! 🚀

Our project leverages the power of ONNX Runtime to deliver high-accuracy face identification.

🎉 Check out our project and see it in action!

🔗 Visit our GitHub Repository: FACE ID

We need your support to make this project even better! Here’s how you can help:

⭐️ Star our repository to show your appreciation and help us gain more visibility.
🔄 Share with your network to spread the word about AdaFace.
📝 Give us feedback by reviewing the code and suggesting improvements.


Thank you for being part of our journey. Let's create something amazing! 🌟

#FaceRecognition #ONNX #AdaFace #GitHub #OpenSource #TechInnovation

Happy Learning! 🌟

🌟 Exciting AI Breakthrough! Meet U^2-Net! 🌟

🌟 Why U^2-Net?
* Efficient
* AdvancedArchitecture.
* High-Resolution Outputs
🚀 Key Applications:
* Salient Object Detection
* Background Removal
* Medical Imaging

💡 Ready to Transform Projects

✨ Give our repo a ⭐ and show your support!

#AI #DeepLearning #U2Net #ImageSegmentation #OpenSource #GitHub

💻Source Code: Explore GitHub Repo

Happy Learning! 🌟

🚀 Bring Your Portraits to Life with LivePortrait AI! 🚀

🎨 Introducing LivePortrait: The Ultimate Tool for Animated Portraits 🎨

🔍 Features:

✨ One-Click Animation: Generate animated portraits effortlessly.
🔍 Keypoint Detection: Precise facial keypoint transformation.
🎥 Video Processing: Drive animations with video inputs.
🔧 Model Integration: Seamlessly combines various advanced models.
📄 Template Creation: Create consistent and repeatable motion templates.

✨ Why LivePortrait?

User-Friendly: Intuitive design for easy use.
High-Quality Animations: Realistic and captivating results.

🔗 Check it out on GitHub:
LivePortrait AI GitHub Repository

#Watch_the_magic_with_one_click

⭐️ Give us a star and join the revolution in portrait animation! ⭐️

✅ @deeplearning_ai